The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Management
UK / Scotland
Rank 99 71 75
Rank change year-on-year
-28 +4
Permanent jobs citing Data Management 33 98 81
As % of all permanent IT jobs located in Scotland 1.49% 3.31% 2.66%
As % of the Processes & Methodologies category 1.66% 3.67% 3.01%
Number of salaries quoted 22 67 46
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £38,000 £44,200 £35,500
10% offered a salary of more than £72,400 £65,000 £90,000
UK excluding London median salary £50,000 £47,500 £46,500
% change year-on-year
+5.26% +2.15%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
1983 2672 2689
As % of all permanent IT jobs located in Scotland 89.40% 90.36% 88.45%
Number of salaries quoted 1246 1728 1769
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £60,500 £62,300 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 22 January 2017.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 22 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -29 17 £65,750 +38.42% 1
Glasgow -8 14 £50,000 +5.26% 1
Aberdeen - 1 £20,000 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 22 January 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 42 (46.67%) Finance
2 33 (36.67%) Data Warehouse
3 28 (31.11%) Business Intelligence
4 27 (30.00%) Agile Software Development
4 27 (30.00%) Analytical Skills
5 23 (25.56%) SQL
6 22 (24.44%) Data Integration
6 22 (24.44%) Analytics
7 20 (22.22%) Data Governance
8 18 (20.00%) Information Architecture
8 18 (20.00%) Data Modelling
9 17 (18.89%) Stakeholder Management
9 17 (18.89%) Data Architecture
10 16 (17.78%) Big Data
11 15 (16.67%) People Management
11 15 (16.67%) Oracle
12 14 (15.56%) SAP
12 14 (15.56%) Data Quality
13 13 (14.44%) Waterfall
13 13 (14.44%) Banking
13 13 (14.44%) Mentoring
14 12 (13.33%) Coaching
14 12 (13.33%) C#
15 11 (12.22%) Tableau
16 10 (11.11%) Social Media
16 10 (11.11%) Metadata Management
17 9 (10.00%) Master Data Management
17 9 (10.00%) Matrix Organization
17 9 (10.00%) Data Analysis
17 9 (10.00%) Marketing

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (10.00%) SAS
2 7 (7.78%) WordPress
3 4 (4.44%) Apache Spark
3 4 (4.44%) SharePoint
4 1 (1.11%) CMS
4 1 (1.11%) Umbraco
Applications
1 7 (7.78%) Adobe Illustrator
1 7 (7.78%) InDesign
1 7 (7.78%) Photoshop
2 5 (5.56%) MS Excel
3 2 (2.22%) MS Office
3 2 (2.22%) MS Visio
4 1 (1.11%) SPSS
4 1 (1.11%) Windchill
Business Applications
1 9 (10.00%) SAP MDM
2 3 (3.33%) Markit EDM
3 2 (2.22%) Dynamics CRM
4 1 (1.11%) Teamcenter
Cloud Services
1 2 (2.22%) Google Analytics
2 1 (1.11%) Google Cloud Platform
2 1 (1.11%) Office 365
Communications & Networking
1 3 (3.33%) Internet
2 1 (1.11%) SMS
Database & Business Intelligence
1 33 (36.67%) Data Warehouse
2 16 (17.78%) Big Data
3 9 (10.00%) SQL Server
4 8 (8.89%) Hadoop
4 8 (8.89%) NoSQL
4 8 (8.89%) Relational Database
5 7 (7.78%) BusinessObjects
5 7 (7.78%) RDBMS
6 6 (6.67%) SQL Server Integration Services
7 5 (5.56%) Oracle Database
7 5 (5.56%) Star Schema
8 4 (4.44%) Data Lake
8 4 (4.44%) OLAP
8 4 (4.44%) OLTP
8 4 (4.44%) SQL Server 2014
8 4 (4.44%) SQL Server Reporting Services
9 3 (3.33%) SQL Server Analysis Services
10 2 (2.22%) Oracle BI EE
10 2 (2.22%) SQL Server 2012
10 2 (2.22%) Sqoop
Development Applications
1 6 (6.67%) Selenium
1 6 (6.67%) Visual Studio
2 5 (5.56%) ERwin
2 5 (5.56%) Team Foundation Server
3 4 (4.44%) MagicDraw
4 3 (3.33%) JIRA
4 3 (3.33%) Subversion
5 2 (2.22%) Git (software)
5 2 (2.22%) Jenkins
6 1 (1.11%) SQL Server Management Studio (SSMS)
General
1 42 (46.67%) Finance
2 13 (14.44%) Banking
3 9 (10.00%) Marketing
4 7 (7.78%) Advertising
4 7 (7.78%) Retail
4 7 (7.78%) Telecoms
5 5 (5.56%) Retail Banking
6 4 (4.44%) Back Office
6 4 (4.44%) General Ledger
7 2 (2.22%) Legal
8 1 (1.11%) Financial Institution
8 1 (1.11%) Manufacturing
Job Titles
1 13 (14.44%) Developer
2 12 (13.33%) Analyst
2 12 (13.33%) Architect
3 11 (12.22%) Consultant
4 10 (11.11%) Data Manager
5 8 (8.89%) Senior Architect
6 7 (7.78%) Data Consultant
6 7 (7.78%) Marketing Manager
6 7 (7.78%) Master Data Manager
6 7 (7.78%) SAP Data Manager
6 7 (7.78%) SAP Manager
6 7 (7.78%) SAP Master Data Manager
7 6 (6.67%) Business Analyst
7 6 (6.67%) Data Architect
7 6 (6.67%) Information Architect
7 6 (6.67%) Senior Data Architect
8 5 (5.56%) Head of Data Management
8 5 (5.56%) Senior Analyst
8 5 (5.56%) Senior Business Analyst
9 4 (4.44%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (10.00%) .NET
2 5 (5.56%) ASP.NET
2 5 (5.56%) HTML
2 5 (5.56%) XML
3 4 (4.44%) HTML5
3 4 (4.44%) XML Schema
4 2 (2.22%) D3.js
5 1 (1.11%) ASP.NET Web Forms
5 1 (1.11%) CSS
5 1 (1.11%) Entity Framework
5 1 (1.11%) WCF
5 1 (1.11%) Web Services
Miscellaneous
1 27 (30.00%) Analytical Skills
2 22 (24.44%) Data Integration
3 10 (11.11%) Social Media
4 8 (8.89%) Reference Data
5 7 (7.78%) Blog
5 7 (7.78%) Copywriting
5 7 (7.78%) Visualisation
6 6 (6.67%) Management Information System
6 6 (6.67%) Ontologies
7 5 (5.56%) Enterprise Software
8 4 (4.44%) Taxonomies
9 3 (3.33%) Data Structures
9 3 (3.33%) Smartphone
9 3 (3.33%) Virtual Team
10 2 (2.22%) Market Risk
10 2 (2.22%) Statistics
11 1 (1.11%) Computer Science
11 1 (1.11%) Derivative
11 1 (1.11%) SCADA
11 1 (1.11%) Swaptions
Operating Systems
1 5 (5.56%) Unix
Processes & Methodologies
1 28 (31.11%) Business Intelligence
2 27 (30.00%) Agile Software Development
3 22 (24.44%) Analytics
4 20 (22.22%) Data Governance
5 18 (20.00%) Data Modelling
5 18 (20.00%) Information Architecture
6 17 (18.89%) Data Architecture
6 17 (18.89%) Stakeholder Management
7 15 (16.67%) People Management
8 13 (14.44%) Mentoring
8 13 (14.44%) Waterfall
9 12 (13.33%) Coaching
10 10 (11.11%) Metadata Management
11 9 (10.00%) B2B
11 9 (10.00%) Data Analysis
11 9 (10.00%) Master Data Management
11 9 (10.00%) Matrix Management
11 9 (10.00%) Matrix Organization
11 9 (10.00%) Scrum
12 7 (7.78%) ETL
Programming Languages
1 23 (25.56%) SQL
2 12 (13.33%) C#
3 6 (6.67%) Java
4 5 (5.56%) Python
5 3 (3.33%) JavaScript
5 3 (3.33%) Shell Script
5 3 (3.33%) T-SQL
6 2 (2.22%) PL/SQL
6 2 (2.22%) Scala
7 1 (1.11%) Bash Shell
7 1 (1.11%) C
7 1 (1.11%) C++
7 1 (1.11%) Perl
7 1 (1.11%) R
Qualifications
1 7 (7.78%) Degree
2 4 (4.44%) ISEB
3 2 (2.22%) ITIL Certification
4 1 (1.11%) Security Cleared
Quality Assurance & Compliance
1 14 (15.56%) Data Quality
2 4 (4.44%) ISO20022
3 3 (3.33%) QA
4 2 (2.22%) PCI DSS
5 1 (1.11%) EMIR
5 1 (1.11%) MiFID
5 1 (1.11%) SLA
5 1 (1.11%) UCITS
System Software
1 1 (1.11%) Hyper-V
Systems Management
1 4 (4.44%) HP Quality Center
2 2 (2.22%) Oozie
2 2 (2.22%) Rundeck
3 1 (1.11%) Systems Management Server (SMS)
Vendors
1 15 (16.67%) Oracle
2 14 (15.56%) SAP
3 11 (12.22%) Tableau
4 9 (10.00%) Salesforce.com
5 8 (8.89%) IBM
5 8 (8.89%) MicroStrategy
6 7 (7.78%) Adobe
6 7 (7.78%) Facebook
6 7 (7.78%) Hootsuite
6 7 (7.78%) Pardot
6 7 (7.78%) Twitter
7 6 (6.67%) Microsoft
8 5 (5.56%) Cognos
8 5 (5.56%) Teradata
9 4 (4.44%) HP
9 4 (4.44%) Informatica
9 4 (4.44%) Netezza
10 2 (2.22%) Google
11 1 (1.11%) AVEVA
11 1 (1.11%) Charles River
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 days ago